diff --git a/docker/tensorflow/Dockerfile b/docker/tensorflow/Dockerfile index 2c6e0142fdd779e3d76916b42c7a645dcba081a7..6a230afefde0b808dc092d3e5d429124376c9908 100644 --- a/docker/tensorflow/Dockerfile +++ b/docker/tensorflow/Dockerfile @@ -52,14 +52,56 @@ WORKDIR /tensorflow ################################################## RUN pip install --upgrade numpy pandas matplotlib +# Running bazel inside a `docker build` command causes trouble, cf: +# https://github.com/bazelbuild/bazel/issues/134 +# The easiest solution is to set up a bazelrc file forcing --batch. +RUN echo "startup --batch" >>/etc/bazel.bazelrc +# Similarly, we need to workaround sandboxing issues: +# https://github.com/bazelbuild/bazel/issues/418 +RUN echo "build --spawn_strategy=standalone --genrule_strategy=standalone" \ + >>/etc/bazel.bazelrc +# Install the most recent bazel release. +ENV BAZEL_VERSION 0.5.0 +WORKDIR / +RUN mkdir /bazel && \ + cd /bazel && \ + curl -H "User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/57.0.2987.133 Safari/537.36" -fSsL -O https://github.com/bazelbuild/bazel/releases/download/$BAZEL_VERSION/bazel-$BAZEL_VERSION-installer-linux-x86_64.sh && \ + curl -H "User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/57.0.2987.133 Safari/537.36" -fSsL -o /bazel/LICENSE.txt https://raw.githubusercontent.com/bazelbuild/bazel/master/LICENSE && \ + chmod +x bazel-*.sh && \ + ./bazel-$BAZEL_VERSION-installer-linux-x86_64.sh && \ + cd / && \ + rm -f /bazel/bazel-$BAZEL_VERSION-installer-linux-x86_64.sh + +# Download and build TensorFlow. + +RUN git clone https://github.com/tensorflow/tensorflow.git && \ + cd tensorflow && \ + git checkout r1.2 +WORKDIR /tensorflow + +# TODO(craigcitro): Don't install the pip package, since it makes it +# more difficult to experiment with local changes. Instead, just add +# the built directory to the path. + +ENV CI_BUILD_PYTHON python + +RUN tensorflow/tools/ci_build/builds/configured CPU \ + bazel build -c opt --cxxopt="-D_GLIBCXX_USE_CXX11_ABI=0" \ + tensorflow/tools/pip_package:build_pip_package && \ + bazel-bin/tensorflow/tools/pip_package/build_pip_package /tmp/pip && \ + pip --no-cache-dir install --upgrade /tmp/pip/tensorflow-*.whl && \ + rm -rf /tmp/pip && \ + rm -rf /root/.cache +# Clean up pip wheel and Bazel cache when done. + # COMPILE AND INSTALL PIP PACKAGE -COPY files/conf.txt /tmp/conf.txt +#COPY files/conf.txt /tmp/conf.txt -RUN ./configure < /tmp/conf.txt -RUN bazel build --config=opt //tensorflow/tools/pip_package:build_pip_package -RUN pip install wheel -RUN bazel-bin/tensorflow/tools/pip_package/build_pip_package /tmp/tensorflow_pkg -RUN pip install /tmp/tensorflow_pkg/tensorflow-*.whl +#RUN ./configure < /tmp/conf.txt +#RUN bazel build --config=opt //tensorflow/tools/pip_package:build_pip_package +#RUN pip install wheel +#RUN bazel-bin/tensorflow/tools/pip_package/build_pip_package /tmp/tensorflow_pkg +#RUN pip install /tmp/tensorflow_pkg/tensorflow-*.whl ################################################## # GPy